FIRY
Lead Data Scientist, Beamable
CN · Beijing · Beijing, China · Hybrid in China · Full-time · Senior
Working with global teams, time zone alignment required
Salary not stated
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AI summary
About the company
Beamable是游戏开发者的后端与LiveOps基础设施平台，隶属于全球科技投资组合FIRY，服务游戏行业，构建游戏运营生态。
Role overview
作为Beamable的资深数据科学家，负责游戏运营预测模型的评估方法设计，推动模型落地生产，向高管及游戏工作室交付可落地的分析结果，影响产品与业务决策，工作地点为中国北京，混合办公模式。
Responsibilities
- 负责预测LiveOps模型的评估方法，含回测、漂移检测等
- 设计LiveOps干预措施的测量框架，决策干预有效性
- 定义自调游戏循环的目标与规则
- 跟踪ML领域进展，评估技术适用性
- 编写生产级Python作业，与工程师协作落地模型
- 向高管及工作室交付可理解的分析结果
Requirements
- 相关量化领域硕士及以上学历，博士优先
- 7+年工业界数据科学/ML经验，成果影响产品决策
- 精通实验设计、因果推断等相关技能
- 具备表格数据概率建模的专业经验
- 熟练使用Python、SQL，有模型落地记录
- 具备向非技术人员解释结果并影响决策的能力
Nice to have
- 有生存模型、bandits等相关经验
- 具备免费游戏LiveOps相关经验
Pay & benefits
- 基础薪资111000美元
- 平等就业机会，多元化工作环境
Notes for China-based candidates
- 工作地点为中国北京，混合办公
- 需具备中国工作相关的合规资质
- 薪资以美元结算
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Excerpt
About Beamable Beamable is the backend and LiveOps infrastructure platform for game developers, the system that lets studios build, operate, and scale live games without constructing the underlying architecture themselves. Backend services, identity, analytics, meta-game systems, virtual economies,…
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